Web Studio
Strategy, product and planning layer (internal). The customer-facing Studio shows only Overview + Run.
Internal planning cockpit — admin only. Valuation, roadmap, analyzers and risk below are internal CEO/strategy planning data, not customer-facing product claims.
Open Studio Run →
Planning layer. Valuation figures here are conditional planning assumptions for CEO review, not valuations Cufemlab holds. Cufemlab today is a validated GPU FEM solver + API, not COMSOL/Ansys/Altair. FNO is an in-distribution surrogate / self-validating demo, not a general-purpose neural operator.
CUFEMLAB · STUDIO
Electric-machine analysis workspace
Run validated, GPU-assisted electric-machine analyses in the browser or via the API. Every run returns result values, an independent validation card, the exact execution backend, raw artifacts and a generated evidence PDF — so you can trust the number, not just read it.
21 workflows
15 self-service + 6 machine live-beta
GPU-assisted · validated · evidence-first
How a run works
Step 1 · RunPick a workflowChoose a validated analysis type, set parameters or keep the defaults, and submit. Most run from parameters — no file upload.
Step 2 · ResultRead the valuesThe result page shows headline metrics and every scalar value the solver produced.
Step 3 · EvidenceCheck the proofValidation passport (independent cross-checks), execution backend (GPU/CPU), raw JSON and downloadable artifacts.
Step 4 · ReportGenerate a PDFTurn a completed job into a generated PDF evidence report (SHA-256 tamper-evidence) you can share.
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Current product state
Positioning
Next:
Catalog workflows
Listed in the API + UI picker
Self-service / live-beta
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15 self-service + 6 machine live-beta · worker dispatchers:
Catalog status
Aligned
All 21 workflows live in the API and the app picker
Honest limitations
What every run gives you
Result valuesHeadline metrics plus every scalar the solver produced, on the result page.
Validation passportIndependent cross-checks (FEMM / GetDP / analytic) with reference, error % and tolerance where available.
Execution backendHonest GPU vs CPU: what actually ran, and whether GPU was required — a measurement, not a label.
Raw JSON + artifactsThe full result JSON and downloadable files. Nothing hidden.
Generated PDF reportOne-click evidence PDF with a SHA-256 tamper-evidence digest (not a PKI signature).
6 machine-analysis workflows are live-beta. They are internally validated (oracle-closed vs GetDP / FEMM / analytic) and GPU-validated, but not enterprise/commercial-certified and carry no external validation passport yet. The 15 self-service workflows — and the flagship moving-band cogging torque, cross-checked vs FEMM & GetDP — are the most mature. Cufemlab is a pre-analysis and evidence layer, not a replacement for Ansys / COMSOL / JMAG / Altair.
Roadmap phases
Analyzer snapshot
| Analyzer | Score | Summary |
|---|---|---|